The Taliban claimed responsibility for the attack in a statement to the media.
MORE: http://www.cnn.com/2014/01/29/world/asia/afghanistan-violence/index.html
See also...
Suicide bomber targets bus carrying soldiers in Kabul
http://www.cnn.com/2014/01/25/world/asia/afghanistan-violence/index.html